{"id":"W2413403638","doi":"","title":"Procedural sedation and analgesia in rural and regional emergency departments.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Etomidate; Medicine; Fentanyl; Midazolam; Sedation; Propofol; Adverse effect; Emergency department; Anesthesia; Medical emergency; Emergency medicine; Nursing; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006571057,0.00006959877,0.0001038537,0.00006128031,0.0000254077,0.00000813922,0.00001816468,0.00003284974,0.00006182512],"category_scores_gemma":[0.00002718558,0.00005554402,0.0000126119,0.00008302153,0.00003084519,0.0001564694,0.00001109367,0.00004713354,0.000008327055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001891219,"about_ca_system_score_gemma":0.000008005765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000638463,"about_ca_topic_score_gemma":0.00001442924,"domain_scores_codex":[0.9994802,0.00001802693,0.0001234806,0.0001166954,0.00009787166,0.0001637302],"domain_scores_gemma":[0.999773,0.000007268935,0.00003111965,0.00005273904,0.00002918199,0.0001066757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000352857,0.00004145174,0.9573005,0.00002738173,0.00001471988,0.000006768862,0.0001636137,5.709787e-8,0.00007062466,0.0001452949,0.002318515,0.03987578],"study_design_scores_gemma":[0.000607112,0.00002304026,0.9976778,0.000005014854,0.00001433475,0.00004351241,0.0001621006,0.0001133763,0.00003353325,0.000298556,0.0009642869,0.00005733267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995604,0.0002211053,0.000006027292,0.002413218,0.0000171192,0.0007535652,3.633378e-7,0.00001233251,0.0009722433],"genre_scores_gemma":[0.9976126,0.000151264,0.00005620217,0.0004579697,0.00003369999,0.0005982806,0.00002619923,0.00000603137,0.001057762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04037729,"threshold_uncertainty_score":0.226502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349991475467209,"score_gpt":0.2437831672561284,"score_spread":0.2202832525014563,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}